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Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
A deep learning approach to conflating heterogeneous geospatial data for corn yield estimation: A case study of the US Corn Belt at the county level 期刊论文
GLOBAL CHANGE BIOLOGY, 2019
作者:  Jiang, Hao;  Hu, Hao;  Zhong, Renhai;  Xu, Jinfan;  Xu, Jialu;  Huang, Jingfeng;  Wang, Shaowen;  Ying, Yibin;  Lin, Tao
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
climate change impact  corn yield  deep learning  geospatial discovery  phenology  
Effects of Memory Biases on Variability of Temperature Reconstructions 期刊论文
JOURNAL OF CLIMATE, 2019, 32 (24) : 8713-8731
作者:  Lucke, Lucie J.;  Hegerl, Gabriele C.;  Schurer, Andrew;  Wilson, Rob
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
Surface temperature  Tree rings  Spectral analysis  models  distribution  Hindcasts  Climate variability  
Using AI to predict Earth’s future 新闻
来源平台：European Space Agency. 发布日期：2019
作者:  admin
收藏  |  浏览/下载：4/0  |  提交时间：2020/01/16
Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
Activation of the ISR mediates the behavioral and neurophysiological abnormalities in Down syndrome 期刊论文
SCIENCE, 2019, 366 (6467) : 843-+
作者:  Zhu, Ping Jun;  Khatiwada, Sanjeev;  Cui, Ya;  Reineke, Lucas C.;  Dooling, Sean W.;  Kim, Jean J.;  Li, Wei;  Walter, Peter;  Costa-Mattioli, Mauro
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
Evaluation and machine learning improvement of global hydrological model-based flood simulations 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2019, 14 (11)
作者:  Yang, Tao;  Sun, Fubao;  Gentine, Pierre;  Liu, Wenbin;  Wang, Hong;  Yin, Jiabo;  Du, Muye;  Liu, Changming
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/17
flood simulation  machine learning  global hydrological model  long short-term memory  
Measles virus infection diminishes preexisting antibodies that offer protection from other pathogens 期刊论文
SCIENCE, 2019, 366 (6465) : 599-+
作者:  Mina, Michael J.;  Kula, Tomasz;  Leng, Yumei;  Li, Mamie;  de Vries, Rory D.;  Knip, Mikael;  Siljander, Heli;  Rewers, Marian;  Choy, David F.;  Wilson, Mark S.;  Larman, H. Benjamin;  Nelson, Ashley N.;  Griffin, Diane E.;  de Swart, Rik L.;  Elledge, Stephen J.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
The Climate Emergency: “....this year the answers are different.” 新闻
来源平台：gov.uk - environment agency. 发布日期：2019
作者:  admin
收藏  |  浏览/下载：11/0  |  提交时间：2020/01/16
Temperatures across Europe: evidence of time trends 期刊论文
CLIMATIC CHANGE, 2019
作者:  Gil-Alana, Luis A.;  Sauci, Laura
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/27
European temperatures  Long memory  Time trends